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Contract Design in Influencer Marketing
In influencer marketing, the differing incentives of advertisers and influencers necessitate a delicate balance between control and creativity. Investigating this trade-off, we explore the impact of contractual constraints on advertiser outcomes…
Correcting Misperceptions of the Material Benefits Associated with Union Membership Increases Americans’ Interest in Joining Unions
How accurate are Americans’ perceptions of the material benefits associated with union membership, and do these perceptions influence their support for, and interest in joining, unions? We explore these questions in a preregistered, survey…
Diversity Washing
We provide large-sample evidence on whether U.S. publicly traded corporations use voluntary disclosures about their commitments to employee diversity opportunistically. We document significant discrepancies between companies’ external stances on…
Large Language Models for Preventing Medication Direction Errors in Online Pharmacies
Errors in pharmacy medication directions, such as incorrect instructions for dosage or frequency, can increase patient safety risk substantially by raising the chances of adverse drug events. This study explores how integrating domain knowledge…
Market Access and Retail Investment Performance
We examine the effects of stock market access, and in particular trading hours, on retail investment performance. Using discontinuities around time zone borders, we find that plausibly exogenous decreases in waking trading hours are associated…
Mediated Collusion
Cartels and bidding rings are often facilitated by intermediaries, who recommend prices/bids to firms and can impose penalties (such as reverting to competitive behavior in future interactions) if these recommendations are not followed. Motivated…
Noisy Experts? Discretion in Regulation
While reliance on human discretion is a pervasive feature of institutional design, human discretion can also introduce costly noise (Kahneman, Sibony, and Sunstein 2021). We evaluate the consequences, determinants, and trade-offs associated with…
On Accountability and Hierarchy
Democracy promises accountability via elections; bureaucracy promises coordination via hierarchy. Many scholars believe these properties conflict. We prove, however, that accountability is precisely what unifies democracy and meritocratic (…
Political Accountability Under Moral Hazard
Viewing the relationship between politicians and voters as a principal-agent interaction afflicted by moral hazard, we examine how political careers are shaped by the incentives that voters provide incumbents to work in the public…
Predicting Primary Care Physician Burnout From Electronic Health Record Use Measures
Objective: To evaluate the ability of routinely collected electronic health record (EHR) use measures to predict clinical work units at increased risk of burnout and potentially most in need of targeted interventions.
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Safety vs Price in the Generic Drug Market: Metformin
Objectives: Generic medications represent 90% of prescriptions in the US market and provide a tremendous financial benefit for patients. Recently, multiple generic drugs have been recalled due to the presence of carcinogens,…
Seven Questions About Proxy Advisors
The proxy advisory industry – in which independent third-party firms provide voting recommendations to institutional investors for matters on the annual proxy – has grown in size and controversy. Despite a large number of smaller players, the…
Spending Less After (Seemingly) Bad News
Using high-frequency spending data, we show that household consumption displays excess sensitivity to salient macroeconomic news, even when the news is not real. When the announced local unemployment rate reaches a 12-month maximum, local news…
The A.I. Dilemma: Growth versus Existential Risk
Advances in artificial intelligence (A.I.) are a double-edged sword. On the one hand, they may increase economic growth as A.I. augments our ability to innovate. On the other hand, many experts worry that these advances entail existential risk:…
The Assignment of Intellectual Property Rights and Innovation
We study how the assignment of intellectual property rights for successful innovations between inventors and their employers affect inventor-employer matching, the generality of innovation, and innovation disclosure. To do so, we examine the…
The Challenge of Early-Stage Companies Sustaining High Growth and Defying the Gravity Effect
We identify a model of early-stage company growth persistence. Using seven commercial high growth company lists (either a Top 500 or Top 100 list of companies), we find that approximately 30% of companies remain on these lists for two consecutive…
The Heterogeneous Impact of Changes in Default Gift Amounts on Fundraising
When choosing whether and how much to donate, potential donors often observe a set of default donation amounts known as an “ask string.” In an experiment with more than 400,000 PayPal users, we replace a relatively unused donation amount ($75) on…
The Value of Non-traditional Credentials in the Labor Market
This study investigates the labor market value of credentials obtained from Massive Open Online Courses (MOOCs) and shared on business networking platforms. We conducted a randomized experiment involving more than 800,000 learners, primarily from…
The Lancet Psychiatry Commission: Transforming Mental Health Implementation Research
Effective mental health promotion, prevention, and treatment approaches exist but are not widely delivered at-scale to large groups or populations. Most people who could benefit from evidence-based mental health interventions—defined broadly to…
Engaging Interdisciplinary Innovation Teams in Federally Qualified Health Centers
To foster bottom-up innovations, health care organizations are leveraging interdisciplinary frontline innovation teams. These teams include workers across hierarchical levels and professional backgrounds, pooling diverse knowledge sources to…